Chamber MCP
A local-first MCP server that verifies AI-generated claims against indexed notes. It checks if specific numbers, capitalized names, and file names mentioned in a claim actually exist in the cited source text, helping to catch hallucinations and grounding errors without requiring an external model.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Verify if quoted numbers exist in cited notes
- Check if capitalized names appear in source text
- Validate file names referenced in AI claims
- Ground AI agent responses in local knowledge base
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
@bu7umaid/chamber 0.2.2
{
"version": "0.2.2",
"transport": "stdio",
"identifier": "@bu7umaid/chamber",
"registryType": "npm",
"environmentVariables": [
{
"name": "CHAMBER_PYTHON",
"format": "string",
"description": "Path to a Python interpreter with onnxruntime, used by the local embedder. Optional: defaults to python3 on PATH; without onnxruntime, semantic search degrades and Chamber says so."
},
{
"name": "CHAMBER_API_KEY",
"format": "string",
"description": "API key for the configured model endpoint. Only read when model.base is not a loopback address; a local endpoint needs no key."
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"chamber-mcp": {
"command": "npx",
"args": [
"-y",
"@bu7umaid/chamber@0.2.2"
],
"env": {
"CHAMBER_PYTHON": "<YOUR_CHAMBER_PYTHON>",
"CHAMBER_API_KEY": "<YOUR_CHAMBER_API_KEY>"
}
}
}
}Cline
{
"mcpServers": {
"chamber-mcp": {
"command": "npx",
"args": [
"-y",
"@bu7umaid/chamber@0.2.2"
],
"env": {
"CHAMBER_PYTHON": "<YOUR_CHAMBER_PYTHON>",
"CHAMBER_API_KEY": "<YOUR_CHAMBER_API_KEY>"
}
}
}
}VS Code
{
"servers": {
"chamber-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@bu7umaid/chamber@0.2.2"
],
"env": {
"CHAMBER_PYTHON": "<YOUR_CHAMBER_PYTHON>",
"CHAMBER_API_KEY": "<YOUR_CHAMBER_API_KEY>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"chamber-mcp": {
"command": "npx",
"args": [
"-y",
"@bu7umaid/chamber@0.2.2"
],
"env": {
"CHAMBER_PYTHON": "<YOUR_CHAMBER_PYTHON>",
"CHAMBER_API_KEY": "<YOUR_CHAMBER_API_KEY>"
}
}
}
}Let your agent find its tools
Find servers like Chamber MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.